Merge branch 'master' into tests/flaky_integer_test

.github/ISSUE_TEMPLATE/bug_report.md

@@ -19,8 +19,10 @@ Steps to reproduce the behavior...
 <details>
   <summary>Code sample</summary>
 
-<!-- Ideally attach a minimal code sample to reproduce the decried issue.
-Minimal means having the shortest code but still preserving the bug. -->
+```python
+# Ideally attach a minimal code sample to reproduce the decried issue.
+# Minimal means having the shortest code but still preserving the bug.
+```
 
 </details>
 
@@ -30,9 +32,9 @@ Minimal means having the shortest code but still preserving the bug. -->
 
 ### Environment
 
-- TorchMetrics version (and how you installed TM, e.g. `conda`, `pip`, build from source):
-- Python & PyTorch Version (e.g., 1.0):
-- Any other relevant information such as OS (e.g., Linux):
+- TorchMetrics version (if build from source, add commit SHA): ???
+- Python & PyTorch Version (e.g., 1.0): ???
+- Any other relevant information such as OS (e.g., Linux): ???
 
 ### Additional context
 

.github/workflows/clear-cache.yml

@@ -1,23 +1,40 @@
-name: Clear cache weekly
+name: Clear cache ...
 
 on:
+  pull_request:
+    paths:
+      - ".github/workflows/clear-cache.yml"
   workflow_dispatch:
     inputs:
       pattern:
         description: "pattern for cleaning cache"
-        default: "pip|conda"
+        default: "pip-|conda"
         required: false
         type: string
+      age-days:
+        description: "setting the age of caches in days to be dropped"
+        required: true
+        type: number
+        default: 5
+  schedule:
+    # on Sundays
+    - cron: "0 0 * * 0"
 
 jobs:
   cron-clear:
-    if: github.event_name == 'schedule'
-    uses: Lightning-AI/utilities/.github/workflows/clear-cache[email protected]
+    if: github.event_name == 'schedule' || github.event_name == 'pull_request'
+    uses: Lightning-AI/utilities/.github/workflows/cleanup-caches[email protected]
     with:
+      scripts-ref: v0.11.6
+      dry-run: ${{ github.event_name == 'pull_request' }}
       pattern: "pip-latest"
+      age-days: 7
 
   direct-clear:
-    if: github.event_name == 'workflow_dispatch'
-    uses: Lightning-AI/utilities/.github/workflows/clear-cache[email protected]
+    if: github.event_name == 'workflow_dispatch' || github.event_name == 'pull_request'
+    uses: Lightning-AI/utilities/.github/workflows/cleanup-caches[email protected]
     with:
-      pattern: ${{ inputs.pattern }}
+      scripts-ref: v0.11.6
+      dry-run: ${{ github.event_name == 'pull_request' }}
+      pattern: ${{ inputs.pattern || 'pypi_wheels' }} # setting str in case of PR / debugging
+      age-days: ${{ fromJSON(inputs.age-days) || 0 }} # setting 0 in case of PR / debugging

requirements/_docs.txt

@@ -1,6 +1,6 @@
 sphinx ==5.3.0
 myst-parser ==1.0.0
-pandoc ==2.3
+pandoc ==2.4
 docutils ==0.19
 sphinxcontrib-fulltoc >=1.0
 sphinxcontrib-mockautodoc
@@ -9,9 +9,9 @@ sphinx-autodoc-typehints ==1.23.0
 sphinx-paramlinks ==0.6.0
 sphinx-togglebutton ==0.3.2
 sphinx-copybutton ==0.5.2
-sphinx-gallery ==0.17.0
+sphinx-gallery ==0.17.1
 
-lightning >=1.8.0, <2.4.0
+lightning >=1.8.0, <2.5.0
 lightning-utilities ==0.11.6
 pydantic > 1.0.0, < 3.0.0
 

requirements/_integrate.txt

@@ -1,4 +1,4 @@
 # contentiously validated integration with these expected ranges
 
 # ToDo: investigate and add validation with 2.0+ on GPU
-pytorch-lightning >=1.9.0, <2.4.0
+pytorch-lightning >=1.9.0, <2.5.0

requirements/_tests.txt

@@ -11,7 +11,7 @@ pytest-xdist ==3.6.1
 phmdoctest ==1.4.0
 
 psutil <6.1.0
-pyGithub ==2.3.0
+pyGithub ==2.4.0
 fire <=0.6.0
 
 cloudpickle >1.3, <=3.0.0

requirements/classification_test.txt

@@ -2,6 +2,6 @@
 #  in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
 
 pandas >=1.4.0, <=2.2.2
-netcal >1.0.0, <=1.3.5  # calibration_error
-numpy <2.1.0
+netcal >1.0.0, <1.4.0 # calibration_error
+numpy <2.2.0
 fairlearn # group_fairness

requirements/image_test.txt

@@ -5,6 +5,6 @@ scikit-image >=0.19.0, <0.25.0
 kornia >=0.6.7, <0.8.0
 pytorch-msssim ==1.0.0
 sewar >=0.4.4, <=0.4.6
-numpy <2.1.0
+numpy <2.2.0
 torch-fidelity @ git+https://github.com/toshas/torch-fidelity@master
 lpips <=0.1.4

requirements/typing.txt

@@ -1,4 +1,4 @@
-mypy ==1.11.1
+mypy ==1.11.2
 torch ==2.4.0
 
 types-PyYAML